ANTWERP, Belgium—Industry executives and officials in this world-leading hub for the diamond trade are nervously preparing for the possibility that the conflict over Ukraine will cut off one of their biggest suppliers: Russia.

European officials have flagged Russia's diamond exports as one of several economic sectors that could be hit with sanctions should eastern Ukraine descend further into turmoil. Western officials accuse Russia...